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https://github.com/3dgeo-heidelberg/4dgeo

4DGeo Dashboard for visualizing the results of change analysis in environmental point clouds

https://github.com/3dgeo-heidelberg/4dgeo

Science Score: 52.0%

This score indicates how likely this project is to be science-related based on various indicators:

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    Found CITATION.cff file
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    Found codemeta.json file
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    Academic publication links
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    Organization 3dgeo-heidelberg has institutional domain (uni-heidelberg.de)
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    Scientific vocabulary similarity
    Low similarity (6.4%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

4DGeo Dashboard for visualizing the results of change analysis in environmental point clouds

Basic Info
Statistics
  • Stars: 2
  • Watchers: 0
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created 12 months ago · Last pushed 7 months ago
Metadata Files
Readme License Citation

README.md

4DGeo

4DGeo is an open-source, modular, super lightweight, web-based interactive dashboard application for visualizing your geodata time series captured with a continuous and even ongoing 3D environmental monitoring station (e.g. LiDAR, 3D photogrammetry, smartphone).

Trailer

The following are some example dashboards with sample data from different research projects:

You can access a hosted version of the app here and create your own dashboard in no time!

Get started in 2 minutes: Visualise your point clouds

To show how easy it is to visualise your data with a 4DGeo dashboard, we've prepared a short Python Notebook tutorial. It demonstrates how a series of point clouds can be projected into images and displayed within the dashboard.

The process involves just two simple steps:

  • Prepare your data: Convert your list of images into the 4DGeo data model. This is what's done in the above mentioned Python Notebook.
  • Configure your dashboard: Either load a predefined layout or create your own with our dashboard creation page

To run this Notebook yourself, just open a command line in your target directory and follow the conda environment installation steps

Online documentation

Thorough online documentation on the dashboard can be found here. Feel free to use the notebook implementation examples as a starting point, and remember to cite this repository.

Contributing

Contributions are welcome! If you have suggestions or feature requests, feel free to open an issue. For your own implementations, you can also fork this repository.

Owner

  • Name: 3DGeo Research Group, Heidelberg University
  • Login: 3dgeo-heidelberg
  • Kind: organization
  • Location: Heidelberg, DE

The 3DGeo Research Group investigates and develops computational methods for the geographic analysis of 3D/4D point clouds.

Citation (citation.cff) 

cff-version: 1.2.0
message: "Please cite the 4DGeo repository when using our software & tools in your research."
authors:
    - family-names: Müller, Moritz and Albert, William and Tabernig, Ronald and Weiser, Hannah and Höfle, Bernhard
title: "4DGeo"
version: 1.0.0
date-released: 2025-08-06
license: "MIT"
repository-code: "https://github.com/3dgeo-heidelberg/4DGeo"

GitHub Events

Total
  • Release event: 1
  • Watch event: 1
  • Delete event: 12
  • Issue comment event: 2
  • Push event: 43
  • Pull request event: 28
  • Fork event: 1
  • Create event: 13
Last Year
  • Release event: 1
  • Watch event: 1
  • Delete event: 12
  • Issue comment event: 2
  • Push event: 43
  • Pull request event: 28
  • Fork event: 1
  • Create event: 13

Issues and Pull Requests

Last synced: 7 months ago

Dependencies

package-lock.json npm
  • 1374 dependencies
package.json npm
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  • @mui/material ^6.4.8
  • @testing-library/dom ^10.4.0
  • @testing-library/jest-dom ^6.6.3
  • @testing-library/react ^16.2.0
  • @testing-library/user-event ^13.5.0
  • date-fns ^4.1.0
  • leaflet ^1.9.4
  • react ^18.3.1
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  • react-dom ^18.3.1
  • react-grid-layout ^1.5.0
  • react-leaflet ^4.2.1
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  • react-scripts 5.0.1
  • react-timepicker ^2.0.2
  • recharts ^2.13.2
  • web-vitals ^2.1.4
.github/workflows/react-deploy.yml actions
  • actions/checkout v3 composite
  • actions/setup-node v3 composite